Thanks for this. People are always skeptical of this approach, not because the tried it and failed (or even thought 5 minutes about it) but because they read some blogpost somewhere.

Not to say though that this solves everything, there are cases where it does not work (as someone commented correctly and gave an example where they needed to use linear algebra over the data)